Energy Efficiency Using Cloud Management of LTE Networks Employing Fronthaul and Virtualized Baseband Processing Pool

The cloud radio access network (C-RAN) emerges as one of the future solutions to handle the ever-growing data traffic, which is beyond the physical resources of current mobile networks. The C-RAN decouples the traffic management operations from the radio access technologies, leading to a new combina...

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Published inIEEE transactions on cloud computing Vol. 7; no. 2; pp. 403 - 414
Main Authors Al-Dulaimi, Anwer, Al-Rubaye, Saba, Ni, Qiang
Format Journal Article
LanguageEnglish
Published Piscataway IEEE Computer Society 01.04.2019
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
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ISSN2168-7161
2372-0018
DOI10.1109/TCC.2016.2564405

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Abstract The cloud radio access network (C-RAN) emerges as one of the future solutions to handle the ever-growing data traffic, which is beyond the physical resources of current mobile networks. The C-RAN decouples the traffic management operations from the radio access technologies, leading to a new combination of a virtualized network core and a fronthaul architecture. This new resource coordination provides the necessary network control to manage dense Long-Term Evolution (LTE) networks overlaid with femtocells. However, the energy expenditure poses a major challenge for a typical C-RAN that consists of extended virtualized processing units and dense fronthaul data interfaces. In response to the power efficiency requirements and dynamic changes in traffic, this paper proposes C-RAN solutions and algorithms that compute the optimal backup topology and network mapping solution while denying interfacing requests from low-flow or inactive femtocells. A graph-coloring scheme is developed to label new formulated fronthaul clusters of femtocells using power as the performance metric. Additional power savings are obtained through efficient allocations of the virtualized baseband units (BBUs) subject to the arrival rate of active fronthaul interfacing requests. Moreover, the proposed solutions are used to reduce power consumption for virtualized LTE networks operating in the Wi-Fi spectrum band. The virtualized network core use the traffic load variations to determine those femtocells who are unable to transmit to switch them off for additional power savings. The simulation results demonstrate an efficient performance of the given solutions in large-scale network models.
AbstractList The cloud radio access network (C-RAN) emerges as one of the future solutions to handle the ever-growing data traffic, which is beyond the physical resources of current mobile networks. The C-RAN decouples the traffic management operations from the radio access technologies, leading to a new combination of a virtualized network core and a fronthaul architecture. This new resource coordination provides the necessary network control to manage dense Long-Term Evolution (LTE) networks overlaid with femtocells. However, the energy expenditure poses a major challenge for a typical C-RAN that consists of extended virtualized processing units and dense fronthaul data interfaces. In response to the power efficiency requirements and dynamic changes in traffic, this paper proposes C-RAN solutions and algorithms that compute the optimal backup topology and network mapping solution while denying interfacing requests from low-flow or inactive femtocells. A graph-coloring scheme is developed to label new formulated fronthaul clusters of femtocells using power as the performance metric. Additional power savings are obtained through efficient allocations of the virtualized baseband units (BBUs) subject to the arrival rate of active fronthaul interfacing requests. Moreover, the proposed solutions are used to reduce power consumption for virtualized LTE networks operating in the Wi-Fi spectrum band. The virtualized network core use the traffic load variations to determine those femtocells who are unable to transmit to switch them off for additional power savings. The simulation results demonstrate an efficient performance of the given solutions in large-scale network models.
Author Al-Dulaimi, Anwer
Ni, Qiang
Al-Rubaye, Saba
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Cites_doi 10.2307/3214322
10.1109/TWC.2014.040214.131770
10.1109/MCOM.2014.6957143
10.1109/LWC.2014.2317735
10.1109/CISS.2014.6814124
10.1109/MVT.2015.2446419
10.1007/s10852-008-9093-x
10.1002/9781118981122
10.1109/ACCESS.2014.2360555
10.1109/APNOMS.2014.6996584
10.1109/COMST.2014.2355255
10.1109/ACCESS.2014.2351411
10.1109/ACCESS.2014.2381215
10.1109/LWC.2015.2486767
10.1109/BWCCA.2013.36
10.1109/LCOMM.2015.2509072
10.1109/LWC.2015.2393355
10.1109/TWC.2014.2352619
10.1109/MCOM.2013.6553675
10.1109/MCOM.2016.7402275
10.1109/LCOMM.2007.070257
10.1109/TCOMM.2015.2469687
10.1109/MNET.2015.7018201
10.1109/MNET.2014.6963800
10.1109/EWSDN.2014.37
10.1109/GLOCOM.2014.7037150
10.1109/MVT.2014.2380631
10.1049/iet-com.2013.0905
10.1109/WCNC.2014.6952532
10.1109/JSAC.2013.131007
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References ref35
ref13
ref34
ref37
ref15
ref36
ref14
ref31
ref33
ref11
ref32
chih-lin (ref1) 2014; 2
zhou (ref29) 2015
ref2
(ref10) 0
ref17
ref16
(ref39) 2013
ref18
sadooghi (ref3) 2015; pp
pauli (ref5) 2010
pierson (ref30) 2015
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref27
ref8
ref7
hamalainen (ref38) 2012
ref9
shi (ref19) 2014; 13
ref4
ref6
(ref12) 2015
sabella (ref28) 2013
References_xml – ident: ref33
  doi: 10.2307/3214322
– volume: 13
  start-page: 2809
  year: 2014
  ident: ref19
  article-title: Group sparse beamforming for green cloud-RAN
  publication-title: IEEE Trans Wireless Commun
  doi: 10.1109/TWC.2014.040214.131770
– ident: ref34
  doi: 10.1109/MCOM.2014.6957143
– ident: ref4
  doi: 10.1109/LWC.2014.2317735
– ident: ref17
  doi: 10.1109/CISS.2014.6814124
– year: 2010
  ident: ref5
  article-title: Heterogeneous LTE networks and inter-cell interference coordination
  publication-title: White Paper Nomor Research GmbH
– ident: ref9
  doi: 10.1109/MVT.2015.2446419
– ident: ref31
  doi: 10.1007/s10852-008-9093-x
– year: 2012
  ident: ref38
  publication-title: LTE Self-Organising Networks (SON) Network Management Automation for Operational Efficiency
– start-page: 65
  year: 2015
  ident: ref29
  article-title: A dynamic graph-based scheduling and interference coordination approach in heterogeneous cellular networks
  publication-title: IEEE Trans Veh Technol
– year: 2015
  ident: ref30
  publication-title: Large-Scale Distributed Systems and Energy Efficiency A Holistic View
  doi: 10.1002/9781118981122
– ident: ref21
  doi: 10.1109/ACCESS.2014.2360555
– volume: pp
  start-page: 1
  year: 2015
  ident: ref3
  article-title: Understanding the performance and potential of cloud computing for scientific applications
  publication-title: IEEE Trans Cloud Comput
– ident: ref15
  doi: 10.1109/APNOMS.2014.6996584
– ident: ref2
  doi: 10.1109/COMST.2014.2355255
– volume: 2
  start-page: 1030
  year: 2014
  ident: ref1
  article-title: Recent progress on C-RAN centralization and cloudification
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2014.2351411
– ident: ref7
  doi: 10.1109/ACCESS.2014.2381215
– ident: ref37
  doi: 10.1109/LWC.2015.2486767
– ident: ref18
  doi: 10.1109/BWCCA.2013.36
– year: 0
  ident: ref10
– ident: ref13
  doi: 10.1109/LCOMM.2015.2509072
– ident: ref22
  doi: 10.1109/LWC.2015.2393355
– ident: ref6
  doi: 10.1109/TWC.2014.2352619
– ident: ref36
  doi: 10.1109/MCOM.2013.6553675
– start-page: 1
  year: 2013
  ident: ref28
  article-title: RAN as a service: Challenges of designing a flexible RAN architecture in a cloud-based heterogeneous mobile network
  publication-title: Future Netw Mobile Summit
– ident: ref8
  doi: 10.1109/MCOM.2016.7402275
– ident: ref32
  doi: 10.1109/LCOMM.2007.070257
– ident: ref16
  doi: 10.1109/TCOMM.2015.2469687
– ident: ref26
  doi: 10.1109/MNET.2015.7018201
– ident: ref11
  doi: 10.1109/MNET.2014.6963800
– ident: ref27
  doi: 10.1109/EWSDN.2014.37
– ident: ref24
  doi: 10.1109/GLOCOM.2014.7037150
– ident: ref23
  doi: 10.1109/MNET.2014.6963800
– ident: ref35
  doi: 10.1109/MVT.2014.2380631
– ident: ref20
  doi: 10.1049/iet-com.2013.0905
– year: 2015
  ident: ref12
  article-title: Reducing the net energy consumption in communications networks by up to 98% by 2020
  publication-title: White Paper
– ident: ref14
  doi: 10.1109/WCNC.2014.6952532
– year: 2013
  ident: ref39
  article-title: Integration of cellular and Wi-Fi networks
  publication-title: White Paper
– ident: ref25
  doi: 10.1109/JSAC.2013.131007
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SubjectTerms Algorithms
Allocations
Baseband
Cellular communication
Cloud computing
Coloring
Computer architecture
Computer simulation
Energy management
energy-efficient computing
Femtocells
Mapping
Mobile communication
Mobile communication systems
Network control
network function virtualization
Power consumption
Power demand
Power efficiency
Resource management
Switching theory
Topology
Traffic congestion
Traffic management
virtual machine
Virtual networks
Wireless communications
Wireless networks
Title Energy Efficiency Using Cloud Management of LTE Networks Employing Fronthaul and Virtualized Baseband Processing Pool
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